Bioinformatics | Computational Biology | Structural Biology Improved protein contact prediction using dimensional hybrid residual networks and singularity enhanced loss function. August 27, 2021
Bioinformatics | Protein structure prediction Protein inter-residue contact and distance prediction by coupling complementary coevolution features with deep residual networks in CASP14. August 12, 2021
Bioinformatics | Proteomics | Structural Biology The whole isĀ greater thanĀ itsĀ parts: ensembling improves protein contact prediction. April 14, 2021
Bioinformatics | Computational Biology Combination of deep neural network with attention mechanism enhances the explainability of protein contact prediction. February 4, 2021
Bioinformatics | Proteomics DeepECA: an end-to-end learning framework for protein contact prediction from a multiple sequence alignment. January 10, 2020
Bioinformatics | Computational Biology | Proteomics DEEPCON: Protein Contact Prediction using Dilated Convolutional Neural Networks with Dropout. July 30, 2019
Other Protein contact prediction using metagenome sequence data and residual neural networks. June 7, 2019
Bioinformatics | Computational Biology DNCON2: improved protein contact prediction using two-level deep convolutional neural networks. March 5, 2019
Bioinformatics | Computational Biology | Proteomics Analysis of deep learning methods for blind protein contact prediction in CASP12. March 1, 2019
Other Protein contact prediction by integrating deep multiple sequence alignments, coevolution and machine learning. March 1, 2019
Bioinformatics | Structural Biology Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model. February 2, 2019
Bioinformatics | Proteomics EPSILON-CP: using deep learning to combine information from multiple sources for protein contact prediction. December 2, 2018